Platform Coverage & Dataset Matrix
Radical transparency is the foundation of educational infrastructure. Inspect our live question counts, covered examination years, and complete official papers across all supported national examination bodies.
Normalized and indexed in active DB
Multi-decade examination archives
JAMB, WAEC, NECO, and Post-UTME
Across STEM, humanities & commercial
Targeting upcoming examination years?
We deploy ~20–25 papers monthly to achieve 100% comprehensive JAMB coverage by December 31, 2026, followed by WAEC/WASSCE in January 2027.
Dataset Inventory & Availability
English Language
Accounting
Mathematics
Government
Chemistry
Physics
Commerce
Biology
Christian Religious Studies
Literature in English
Geography
Economics
Christian Religious Studies
Economics
Insurance
Civic Education
Accounting
Government
Commerce
Geography
History
Literature in English
Mathematics
Government
Christian Religious Studies
Geography
Economics
Literature in English
Physics
Accounting
Mathematics
Civic Education
Commerce
Government
Track our committed monthly batch drops, 4-stage enrichment pipeline, and WAEC rollout.
Full Content Provenance
Every single question response in our API includes clear provenance headers: distinguishing historical public examination items from verified AI-generated curriculum questions.
Zero Uncurated Scraping
We never dump unverified OCR scans. All questions pass through our 4-stage verification pipeline for LaTeX formula formatting, diagram rendering, and Bloom cognitive scoring.
Continuous Ingestion
Our curriculum team continuously backfills examination cycles. Check out our live subject benchmarks to explore longitudinal topic trends.
Build your assessment products on verified data
Integrate with 1,000 free monthly credits. Test queries in our interactive playground or query the question API directly using our official TypeScript and Python SDKs.